AI/DEV [ ]

HERO SECTION

AI ENGINEER
INTERN

Korawit Bamphen — final-year CS, Suan Sunandha (GPAX 3.91). Specializing in Machine Learning, Generative AI pipelines, and intelligent system integration. Inspired by minimalist architectures.

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Korawit Bamphen

Checkbox Component

Machine Learning
NLP Pipelines
Computer Vision
LLM Fine-Tuning

PORTFOLIO

SELECTED WORKS & SKILLS

detect = YOLO(img) # 0.09s
texts = OCR(gaps) # Lens
who = attribute(ctx) # A/B/C
th = LLM.translate(who)

Manhwa LLM Pipeline

End-to-end · 116 pages/ep

KO→TH comic translation I designed: detection, gap-filling OCR, speaker attribution, agent-based LLM translation. 15 series shipped.

m1 = YOLO('manhwa.pt')
m2 = YOLO('text_cont-obb.pt')
boxes = m1 + m2 -> inpaint

Dual YOLO (self-trained)

YOLO11 · 218MB + 56MB

2 YOLO models trained on my own dataset feeding an inpaint-then-translate pipeline (LaMa/AOT). Private repo.

p = clf(strip_256px)
safe = p > 0.90 # gutter?
cuts = dp_free(safe_scores)

Cut-Point Classifier

MobileNetV3 · ~1.5s/img

Self-trained classifier finding safe split points in long-strip manhwa; own dataset + hard-case mining. GitHub

w = font_metrics(tok) # px
toks = thai_rules(text)
lines = balance(toks, w)

LineHarmony

Thai NLP · 0.7ms/layout

Balanced Thai word-wrap for comic balloons using real font metrics + Thai language rules. pytest suite. GitHub

GET /sources/{name}/search?q=
GET /sources/{name}/.../download
-> DownloadResult (unified JSON)

Moctoon API

FastAPI · Swagger

Unified API over 6 webtoon sources with shared download core. Debug via Swagger /docs. Built for study.

detect_1_5.png [4 boxes]
after_1_5.jpg [TH typeset]

Detect → Translate Proof

before / after

Red boxes drawn by my own manhwa.pt on production pages, paired with Thai results. Redacted test material.

PIPELINE PROOF

DETECT → TRANSLATE

BEFORE — YOLO (self-trained) finds 4 text regions
BEFORE — YOLO (self-trained) finds 4 text regions
AFTER — translated + typeset (TH)
AFTER — translated + typeset (TH)
BEFORE — detection, second sample
BEFORE — detection, second sample
AFTER — translated result (TH)
AFTER — translated result (TH)
0.09s
YOLO detect / image
1.5s
cut model / image
116
pages / episode, full artifacts
15
series processed

Cropped samples from personal test work.

LIVE API — Moctoon API (verified running: 6 sources · 30 paths · Swagger at /docs)

GET/sources/xtoon/search?keyword=
GET/sources/xtoon/comic/{id}
GET/sources/xtoon/download/{id}?chapters=
GET/sources/omegascans/series/{slug}/download
GET/sources/jjaptoon/comics/{id}/download
GET/sources/lustoon/series/{slug}/download

ABOUT

READY TO SHIP & LEARN

Bangkok (Charan 57, near Bang Yi Khan) · Available 1 Dec 2026 – 19 Mar 2027, full-time Mon–Fri plus weekends if needed. Contact: [email protected] · 082-273-7712 · github.com/KorawitP